{"id":"W4403170493","doi":"10.29173/cgs172","title":"Characteristics and Experiences of Employees who Gamble at Work","year":2024,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Gambling Research Institute, University of Calgary","keywords":"Work (physics); Business; Psychology; Labour economics; Marketing; Engineering; Economics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531416,0.0001806314,0.000348016,0.001077321,0.001487311,0.001546521,0.00031869,0.0005404679,0.0008929754],"category_scores_gemma":[0.00401121,0.0002436098,0.0002205687,0.0005893006,0.0009593758,0.0007329213,0.001276143,0.0007225381,0.0001271819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004940807,"about_ca_system_score_gemma":0.0006657956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00730745,"about_ca_topic_score_gemma":0.01366102,"domain_scores_codex":[0.9991641,0.0003785614,0.00005302381,0.00007374725,0.0001136327,0.0002170099],"domain_scores_gemma":[0.9974928,0.0009518164,0.0006031453,0.00007352679,0.0001662463,0.0007125655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002463182,0.0006513842,0.6743632,0.0001824364,0.00003780655,0.001142549,0.2973306,0.00009549923,0.001721598,0.0003734079,0.0005296835,0.02332553],"study_design_scores_gemma":[0.00001066861,0.0005732685,0.501993,0.0001439938,0.00001745201,0.000853606,0.4937376,0.00022573,0.0002441079,0.0002855703,0.001871942,0.00004309402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995099,0.00008696811,0.00005213299,0.00005803855,0.000003028392,0.000007889791,0.00001875353,9.720628e-7,0.0002623979],"genre_scores_gemma":[0.9994708,0.0001204626,0.0001037259,0.0000696499,0.000004382046,0.0000175389,0.00002574526,0.000001238829,0.0001865014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00730745,"threshold_uncertainty_score":0.01452982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1657029617786746,"score_gpt":0.4687709493937361,"score_spread":0.3030679876150616,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}